Perspective on Explainable SAR Target Recognition

Perspective on Explainable SAR Target Recognition

SAR Automatic Target Recognition (ATR) is a key task in microwave remote sensing. Recently, Deep Neural Networks (DNNs) have shown promising results in SAR ATR. However, despite the success of DNNs, their underlying reasoning and decision mechanisms operate essentially like a black box and are unkno...

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Hlavní autoři: GUO Weiwei, ZHANG Zenghui, YU Wenxian, SUN Xiaohua
Médium: Článek
Jazyk:English
Vydáno: China Science Publishing & Media Ltd. (CSPM) 2020-06-01
Edice:Leida xuebao
Témata:
sar
automatic target recognition (atr)
deep learning
explainability and interpretability
explainable machine learning
On-line přístup:http://radars.ie.ac.cn/article/doi/10.12000/JR20059?viewType=HTML

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http://radars.ie.ac.cn/article/doi/10.12000/JR20059?viewType=HTML

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